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ICANN
2001
Springer
15 years 11 months ago
The Importance of Representing Cognitive Processes in Multi-agent Models
We distinguish between two main types of model: predictive and explanatory. It is argued (in the absence of models that predict on unseen data) that in order for a model to increas...
Bruce Edmonds, Scott Moss
ICTAI
1994
IEEE
15 years 11 months ago
A Distributed Scheduling Framework
A distributed problem solving approach to job shop scheduling is described in this paper. The approach views the system as an Organisation. Agents are assigned di erent roles and ...
Carla P. Gomes, Austin Tate, Lyn Thomas
IAT
2009
IEEE
15 years 10 months ago
Efficient Distributed Bayesian Reasoning via Targeted Instantiation of Variables
Abstract--This paper is focusing on exact Bayesian reasoning in systems of agents, which represent weakly coupled processing modules supporting collaborative inference through mess...
Patrick de Oude, Gregor Pavlin
ATAL
2008
Springer
15 years 8 months ago
Electronic institutions development environment
In this paper we present the Electronic Institutions Development Environment (EIDE) to support the engineering of multiagent systems as Electronic Institutions. An electronic inst...
Marc Esteva, Juan A. Rodríguez-Aguilar, Jos...
AAAI
1998
15 years 8 months ago
The Dynamics of Reinforcement Learning in Cooperative Multiagent Systems
Reinforcement learning can provide a robust and natural means for agents to learn how to coordinate their action choices in multiagent systems. We examine some of the factors that...
Caroline Claus, Craig Boutilier